MSc Data Science (2 years)

The MSc Data Science (2 years) programme equips students with essential technical skills across Programming, Data Engineering, Statistics, Machine Learning, and Data Visualisationenabling them to extract and communicate meaningful insights from complex datasets. This exciting, multi-disciplinary field is in high demand, and the programme positions students as highly sought-after professionals across a wide range of industries.

Programme Overview

Specifically designed for graduates looking to transition into a career in Data Science from a background outside computing, this two-year pathway provides a rare opportunity to gain the knowledge and capabilities required to succeed in this advanced and evolving domain. Whether previous studies or experience lie in science, technology, engineering, mathematics, biological sciences, or the social sciences, the programme equips students with the necessary foundations and technical expertise to thrive in data-driven roles.

Curriculum

The first year of the programme focuses on building core competencies in Software Engineering and Information Systems, providing a strong technical base. In the second year, students develop advanced skills in storing, processing, and modelling large datasets using cutting-edge algorithms and technologies. They also explore key techniques for interpreting and visualising informationtransforming raw data into actionable insights.

The curriculum blends theoretical foundations with hands-on practical application. Students learn how to design and implement data science workflows, work with real-world datasets, and apply data analysis tools in a variety of contexts. Optional modules allow students to tailor their degree to areas such as:

• Artificial Intelligence
• Cybersecurity
• Data Engineering
• Software Engineering enabling deeper specialisation aligned with their interests and career ambitions.

Research and Industry Collaboration

As a research-led university, Heriot-Watt is committed to developing technically skilled professionals. The learning experience is further enhanced through the MSc project, where students tackle a substantial data-driven challenge. In some cases, this project may be conducted in collaboration with an external academic or industry partner, strengthening professional readiness and offering valuable real-world exposure.

Enhancements for Success

At Heriot-Watt University, the MSc in Data Science programme empowers students with the most cutting-edge knowledge and practical skills required for a thriving career in data science. Key enhancements include:

• Excellence in Rankings: Heriot-Watt University is ranked 6th best in Scotland for Computer Science, according to The Complete University Guide 2022.
• Industry-Driven Employability: The programme is designed in collaboration with industry experts to ensure students gain the skills and knowledge sought by employers.
• Mastery of Essential Tools: Students gain proficiency in key software tools like Python, R, SQL, and data visualisation.
• Streamlined Synergy: The revamped course structure promotes greater synergy between different subject areas, enhancing problem-solving capabilities.

Global Research Institutes (GRIs)

Heriot-Watt University is home to four world-leading Global Research Institutes (GRIs), designed to foster interdisciplinary collaboration and tackle some of the most pressing global challenges. These dynamic hubs bring together leading researchers, industry partners, policymakers, and stakeholders, creating vibrant ecosystems that drive innovation, inform policy, and deliver real-world impact. The GRIs include:

• The National Robotarium
• Health and Care Technologies
• iNetZ+ (Net Zero and Beyond)
• The Lyell Centre

Student Experience

The programme offers a unique student experience, with access to state-of-the-art labs, world-leading faculty, and cutting-edge research. Students can also participate in the Go Global programme, which allows them to carry their studies to new places and experience new cultures.

Course Content

The course content includes:

Year 1

• Mandatory modules:
  • Software Engineering Foundations
  • Databases and Information Systems
  • Knowledge Management
  • Mathematical Tools for Data Science
  • Advanced Software Engineering
  • Project Management
  • Sociotechnical and Soft Systems
  • e-Commerce Technology

Year 2

• Mandatory modules:
  • Data Mining and Machine Learning
  • Statistical Modelling and Analysis
  • Big Data Management
  • Data Visualisation and Analytics
  • Research Methods and Project Planning
  • Masters Project and Dissertation
• Optional modules:
  • Biologically Inspired Computation
  • Computer Network Security
  • Information Systems Methodologies
  • Industrial Programming
  • Introduction to Natural Language Processing
  • Digital and Knowledge Economy
  • Data Engineering Pipelines
  • Distributed & Parallel Technologies

Fees and Funding

The tuition fees for the September 2026 intake are:

• UK: ｣12,584 (Year 1), ｣10,864 (Year 2)
• International: ｣26,296 (Year 1), ｣20,456 (Year 2) Scholarships and bursaries are available, with over ｣6 million worth of opportunities.

Entry Requirements

The standard entry requirements for the programme include:

• A minimum of a 2:2 honours degree or non-UK equivalent in a subject area which includes some numeracy.
• Programming skills are preferable but not essential.
• English language requirements: IELTS 6.0 (or equivalent) with no score lower than 5.5.

Employability

The programme prepares students for a range of career paths, including:

• Data Scientist
• Data Engineer
• Machine Learning Engineer
• Business Analyst
• Data Journalist
• Research Scientist
• Quantitative Analyst Heriot-Watt University is the top university in Scotland for graduate outcomes, with more graduates employed or in postgraduate education than any other institution in the country.

Heriot-Watt University

---

Overview:

Heriot-Watt University is a research-focused institution with campuses in Edinburgh, the Scottish Borders, Orkney, Dubai, and Malaysia, as well as an online presence. It is known for its career-focused degrees and strong links with industry. Heriot-Watt is highly regarded for its research, with a significant portion ranked world-leading and internationally excellent.

---

Services Offered:

---

Student Life and Campus Experience:

Heriot-Watt offers a diverse and international student community, with one-third of its Edinburgh Campus students coming from outside the UK. The university provides a range of facilities across its campuses, including healthcare, libraries, food and drink, sports centers, and more. Students can participate in clubs and activities, and the university offers accommodation options near its campuses.

---

Key Reasons to Study There:

Career-focused degrees:

Heriot-Watt is ranked first in Scotland for graduate employability and its graduates are first in the UK for CEO or MD roles.

Global reach:

The university has campuses across the UK, Dubai, and Malaysia, providing students with a truly international experience.

Strong research:

Heriot-Watt is valued for its pioneering research, which is informed by the global needs of business and industry.

Diverse student community:

The university boasts a diverse international student community, fostering a multicultural learning environment.

Beautiful campuses:

Heriot-Watt's campuses are located in stunning settings, offering students a unique and inspiring learning environment.

---

Academic Programs:

Heriot-Watt offers a wide range of undergraduate and postgraduate programs across various disciplines, including:

• Engineering
• Life Sciences
• Mathematics
• Computer Sciences
• Physical Sciences
• Social Sciences and Business
• Art and Design
• Languages and Culture

---

Other:

Heriot-Watt is committed to sustainability and is actively working towards achieving the UN Sustainable Development Goals. The university also offers a personalized virtual experience through its online tour platform, allowing prospective students to explore its campuses virtually.